Machine Learning Education
ML and deep learning
A teaching platform that explains machine learning from first principles with mathematical derivations, implementation notes, and interactive visual examples.
LaTeX, D3.js, GitHub PagesLaunch platformLecturer, developer, technical writer
Building software and useful tools.
I am Suranjan Poudel, a computing lecturer in Plymouth. I write software, teach AI and machine learning, and build tools that make difficult ideas easier to understand.
About
Practical engineering, explained well.
My work sits between teaching and producing software: full-stack systems, AI workflows, curriculum design, and interactive tools.
I care about systems that are easy to reason about. That means clear interfaces, readable code, dependable architecture, and explanations that respect the users's time.
Read CV and experienceClarityReadable code, direct documentation, and interfaces that make state obvious.
MaintainabilitySmall decisions that keep systems understandable after the first release.
PedagogyTeaching technical ideas through examples, interaction, and careful sequencing.
Selected Work
Projects
Study Tool
Live Markdown editor
A native Markdown workspace built in Rust with Iced, combining focused note editing with PDF reading and document features powered by libpdfium.
Rust, Iced, libpdfiumView on GitHubWriting
2 published postsRecent notes and technical essays.
AI Systems
Building a Local RAG Pipeline
Design notes from building a retrieval augmented generation pipeline that runs fully on local hardware.
Programming
Essential JavaScript Concepts
A practical refresher on JavaScript fundamentals that matter when working with modern frameworks.
Contact
Available for AI & ML conversations, and software collaboration.
Suranjan Poudel[email protected]Plymouth, United Kingdom